{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Category Plots, aka Bar Charts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "dcf9eef0-8ec9-4ec0-91c5-2ad9ab1f687a",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [1, 3, 5]])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5d1a8db8-b889-4490-a307-4bac4672d846",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def cplot = new CategoryPlot(initWidth: 400, initHeight: 200)\n",
    "def bars = new CategoryBars(value:[[1, 2, 3], [1, 3, 5]])\n",
    "cplot << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "95b0e76f-608b-45ca-a578-8fa3c714f524",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def cplot = new CategoryPlot(title: \"Hello CategoryPlot!\",\n",
    "                             xLabel: \"Categories\",\n",
    "                             yLabel: \"Values\")\n",
    "cplot << new CategoryBars(value:[[1, 2, 3], [1, 3, 5]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7a10c506-cc2a-4293-a1e7-1e1a6de90930",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def cplot = new CategoryPlot(categoryNames: [\"Helium\", \"Neon\", \"Argon\"])\n",
    "cplot << new CategoryBars(value: [[1, 2, 3], [1, 3, 5]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "af62f33e-83cd-415d-a0a1-9574d38d04d5",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new CategoryPlot() << new CategoryBars(value: [[1, 2, 3], [1, 3, 5]],\n",
    "                                       seriesNames: [\"Gas\", \"Liquid\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ba0cb8f3-c05c-4955-8883-954d7a667409",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2], [3, 4], [5, 6], [7, 8]],\n",
    "                            seriesNames: [\"Gas\", null, \"\", \"Liquid\"])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c4db7762-2263-45df-9903-a325cad733ec",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot = new CategoryPlot(showLegend: true) // force legend display\n",
    "def bars = new CategoryBars(value: [[1, 2, 3], [1, 3, 5]])\n",
    "// since no display names were provided, default names \"series0\" etc will be used.\n",
    "plot << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "48fb59d3-7207-4484-8215-67280141fcd9",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot = new CategoryPlot(orientation: PlotOrientationType.HORIZONTAL)\n",
    "plot << new CategoryBars(value:[[1, 2, 3], [1, 3, 5]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a19a3c5a-a071-40fb-b64e-27da74e9f737",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot = new CategoryPlot(categoryNames: [\"Acid\", \"Neutral\", \"Base\"], \n",
    "                            categoryNamesLabelAngle: -1/4 * Math.PI)\n",
    "plot << new CategoryBars(value: [[1, 2, 3], [4, 5, 6]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4f0a0a4c-cc44-4cab-8d45-e53c7c765237",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new CategoryPlot(categoryMargin: 2) << new CategoryBars(value: [[1, 2, 3], [4, 5, 6]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1490cd03-f2a5-4ae1-ab45-667e5064959b",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: (1..4) + 2)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "953a455f-947d-49d5-a8ba-9dfed198b4bb",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2], [3, 4], [5, 6]], color: Color.pink)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2d21f0a5-19ae-432f-8362-3d551a3953eb",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def colors = [Color.red, Color.gray, Color.blue]\n",
    "def bars = new CategoryBars(value: [[1, 2], [3, 4], [5, 6]], color: colors)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c8254161-c608-4ccf-adf8-f8c380647b32",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def colors = [[Color.red, Color.gray],\n",
    "              [Color.gray, Color.gray],\n",
    "              [Color.blue, Color.pink]]\n",
    "def bars = new CategoryBars(value: [[1, 2], [3, 4], [5, 6]], color: colors)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "64c996c8-def3-4fe4-936a-fbcec3d1c5d9",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def colors = [Color.pink, [Color.red, Color.gray, Color.blue]]\n",
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 6]], color: colors)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "66f05e41-08bf-4796-aeda-26bdd30c348f",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 6]], base: -2)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "07075306-f40e-42d5-81a3-cdfb647dda07",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2,  3], [4, 5, 4]], base: [-1, -3])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "097e1eed-b3f2-42fd-b133-440c78ddaa47",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 6]],\n",
    "                            base: [[0, 1, 1], [-4, -5, -6]])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2d316162-446d-4c19-8077-b4f70e1dfe16",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 6]],\n",
    "                            width: [[0.3, 0.6, 1.7], 1.0])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "159bc1fc-a7c3-461e-bd53-eef625c25ae6",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 6]],\n",
    "                            fill: [[true, true, false], [true, false, true]],\n",
    "                            drawOutline: [[true, false, true], [true, true, false]],\n",
    "                            outlineColor: [Color.black, Color.red])\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "78161292-fabb-471e-bff3-ef35fe4bda0a",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[1, 2, 3], [4, 5, 8], [10, 9, 10]],\n",
    "                           base: [0, [1, 2, 3], [4, 5, 8]],\n",
    "                           centerSeries: true,\n",
    "                           itemLabel: {value, base-> Math.abs(value-base)})\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e525a0b5-7876-4ba1-bbd8-1c8dba9b5511",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def ss = [StrokeType.DASH, StrokeType.LONGDASH]\n",
    "def cs = [Color.black, Color.red]\n",
    "new CategoryPlot() << new CategoryStems(value: [[1, 2, 4], [4, 5, 8]], color: cs, style: ss)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c2f21ca0-815e-475a-910d-ee49de261ddd",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new CategoryPlot() << new CategoryPoints(value: [[1, 2, 4], [4, 5, 8]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9fad2fca-7a6f-444c-a5d0-1c870ff298f7",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def ss = [StrokeType.DASH, StrokeType.DOT]\n",
    "new CategoryPlot() << new CategoryLines(value: [[1, 2, 4], [4, 5, 8]], style: ss,\n",
    "                                        seriesNames:[\"Lanthanide\", \"Actinide\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bf96163a-a24a-473a-b404-1629219a900b",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def s1 = [1, 2, 4]\n",
    "def s2 = [4, 5, 8]\n",
    "def lines = new CategoryLines(value: [s1, s2], centerSeries: true)\n",
    "def points = new CategoryPoints(value: [s1, s2], centerSeries: true)\n",
    "def stems = new CategoryStems(value:[s1], base: [s2], style: StrokeType.DOT, color: Color.gray)\n",
    "new CategoryPlot() << lines << points << stems"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2c3ac8cb-01ca-4d94-8c88-9e7360aea689",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot = new CategoryPlot(initWidth: 500, initHeight: 400,\n",
    "                            title: \"Bar Chart Demo\",\n",
    "                            xLabel: \"Alkali\", yLabel: \"Temperature ° Celcius\",\n",
    "                            categoryNames:[\"Lithium\", \"Sodium\", \"Potassium\", \"Rubidium\"])\n",
    "def s1 = [[10, 15, 13, 7], [22, 18, 28, 17]]\n",
    "def high = [[12.4, 19.5, 15.1, 8.2], [24.3, 23.3, 30.1, 18.2]]\n",
    "def low = [[7.6, 10.5, 10.9, 5.8], [19.7, 12.7, 25.9, 15.8]]\n",
    "def color = [new Color(247, 150, 70), Color.orange, new Color(155, 187, 89)]\n",
    "plot << new CategoryBars(value: s1, color: color, seriesNames: [\"Solid\", \"Liquid\"])\n",
    "plot << new CategoryStems(value: high, base: low, color: color[2])\n",
    "plot << new CategoryPoints(value: high, outlineColor: color[2], size:12)\n",
    "plot << new CategoryPoints(value: low, outlineColor: color[2], size:12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e9755fe4-3981-49f3-bd26-a4003fdc9584",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def p = new CategoryPlot(title: \"Multiple Y Axes Demo\",\n",
    "                         yLabel: \"Price\",\n",
    "                         categoryNames: [\"Q1\", \"Q2\", \"Q3\", \"Q4\"])\n",
    "p << new YAxis(label: \"Volume\", upperMargin: 1)\n",
    "p << new CategoryBars(value: [[1500, 2200, 2500, 4000]], width: 0.6,\n",
    "                      color: Color.PINK, yAxis: \"Volume\", showItemLabel: true,\n",
    "                      labelPosition: LabelPositionType.VALUE_INSIDE)\n",
    "p << new CategoryLines(value: [[5, 2, 3.5, 4]], color: Color.GRAY,\n",
    "                       showItemLabel:true)\n",
    "p << new CategoryPoints(value:[[5, 2, 3.5, 4]], color:Color.GRAY)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cf571cae-00bf-4b2e-b9e2-8c04bf82c1a0",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new CategoryPlot() << new CategoryStems(value:[[-3, 2, 4], [4, 5, 8]],\n",
    "                                        width: 10, showItemLabel: true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7699b046-0c05-442f-9b17-f2ba4c505d3d",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[-5, 2, 3], [1, 3, 5]],\n",
    "                            showItemLabel: true)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ae5479cd-c53e-48f0-809c-e02f167049de",
       "version_major": 2,
       "version_minor": 0
      },
      "method": "display_data"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def bars = new CategoryBars(value: [[-5, 2, 3], [1, 3, 5]],\n",
    "                            labelPosition: LabelPositionType.BASE_OUTSIDE,\n",
    "                            showItemLabel: true)\n",
    "new CategoryPlot() << bars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
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